Bayesian Thinking Basics — Roadmap Step & Resources
Updating beliefs with evidence using Bayes' theorem
- Level: beginner
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Interview questions
- How does a Bayesian approach differ philosophically from a frequentist one?
Study resources
- Bayes' Theorem, Clearly Explained!!! (Video) — StatQuest's widely-loved, intuitive explanation of Bayes' Theorem.
- Bayes' Theorem (Article) — Brown University's interactive visual explanation of Bayesian inference.
Part of
- Mathematics & Statistics for ML — section
- Machine Learning roadmap — the full learning path